{"id":"W6886059666","doi":"10.14288/1.0075905","title":"The number of dentists, pharmacists, optometrists and physicians in British Columbia by community within regional hospital district","year":2014,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Regional hospital; District hospital; Urban district; Public health; MEDLINE","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003884409,0.0002325152,0.0002157605,0.001672358,0.001559458,0.001374869,0.001169362,0.001048582,0.01247472],"category_scores_gemma":[0.001760753,0.0004253535,0.0003539835,0.002661199,0.0004842367,0.0005480199,0.001172469,0.001097805,0.001427385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009288842,"about_ca_system_score_gemma":0.01952741,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9500862,"about_ca_topic_score_gemma":0.9861802,"domain_scores_codex":[0.9988514,0.0001367274,0.00008748586,0.0001240935,0.0002272346,0.0005730789],"domain_scores_gemma":[0.9964556,0.0002245217,0.0003227056,0.00003315778,0.0009575286,0.002006521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001317326,0.00009437372,0.9349343,0.0001988408,0.00004666708,0.0006345282,0.002261488,0.0002907187,0.0008489339,0.0003300815,0.0321048,0.02812351],"study_design_scores_gemma":[0.000008556779,0.00002650434,0.9824372,0.0001054332,0.00001598516,0.0003082101,0.01047417,0.0002673211,0.0001067428,0.00003628537,0.006200867,0.00001271506],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9657273,0.002403407,0.0001236056,0.005303444,0.0001142949,0.00005669393,0.007904122,0.00005585827,0.01831124],"genre_scores_gemma":[0.9709505,0.002030353,0.0002202762,0.001614787,0.0000328408,0.00002693307,0.001797933,0.00001772431,0.02330864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04991382,"threshold_uncertainty_score":0.1004155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0132825983397645,"score_gpt":0.2908060645018466,"score_spread":0.2775234661620821,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}